QuantTradingSystem

Welcome to the QuantTradingSystem - a sophisticated quantitative trading solution available for MetaTrader 5. This expert advisor combines quantitative strategies with risk management to deliver consistent trading results.

Key Features:

  • 5 Proven Quantitative Strategies including Mean Reversion, Momentum, Pairs Trading, Volatility Trading, and Machine Learning
  • Multi-Strategy Portfolio Approach for diversified risk
  • Advanced Statistical Analysis with real-time calculations
  • Institutional-Grade Risk Management including VaR, Sharpe Ratio, and Dynamic Position Sizing
  • Whole Lot Sizing Option for prop firm compatibility
  • Portfolio Rebalancing and dynamic hedging capabilities

     QuantTradingSystem - Complete Input Parameter Guide

🎯 Strategy Selection
QuantStrategy (Enum: STRATEGY_MEAN_REVERSION)
Purpose: Selects the primary trading strategy
Options: 
o 0 = STRATEGY_MEAN_REVERSION: Trades when price deviates significantly from mean, expecting reversion
o 1 = STRATEGY_MOMENTUM: Follows price momentum and trends
o 2 = STRATEGY_PAIRS_TRADING: Statistical arbitrage (your optimized choice)
o 3 = STRATEGY_VOLATILITY: Trades volatility breakouts
o 4 = STRATEGY_ML_PREDICTION: Machine learning-based predictions
Impact: Determines the core trading logic used
Recommended: Test each strategy type to find best fit for your market
EnableMultiStrategy (Bool: true)
Purpose: Combines signals from all 5 strategies using weighted approach
How it works: Calculates weighted average of all strategy signals
Benefits: Diversification and signal confirmation
Risk: May reduce signal frequency and clarity
Note: Your optimization set this to false for focused approach
________________________________________
📊 Trading Instrument
TradingSymbol (String: "")
Purpose: Specifies which symbol to trade
Default: Empty = uses current chart symbol
Usage: Enter specific symbol like "EURUSD" or "NAS100"
Important: Symbol must be available in Market Watch
TradingTimeframe (Enum: PERIOD_CURRENT)
Purpose: Sets the timeframe for analysis
Default: Uses current chart timeframe
Options: M1, M5, M15, M30, H1, H4, D1, etc.
Impact: Affects signal frequency and trade duration
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💼 Portfolio Management
MaxRiskPerTrade (Double: 1.0%)
Purpose: Maximum percentage of equity to risk per individual trade
Range: 0.5% (conservative) to 5.0% (aggressive)
Calculation: Used in position sizing formula
Warning: Higher values = higher potential profits but greater risk
MaxPortfolioRisk (Double: 5.0%)
Purpose: Maximum total risk across all open positions
Protection: Prevents over-leveraging
Trigger: Stops new trades when limit exceeded
TargetVolatility (Double: 0.15)
Purpose: Target annualized portfolio volatility (15%)
Usage: Adjusts position sizes based on market volatility
Formula: Lower market vol = larger positions, higher market vol = smaller positions
MaxPositions (Int: 5)
Purpose: Maximum number of concurrent open positions
Benefits: Risk spreading across multiple trades
Requirement: Needs sufficient capital for all positions
EnablePortfolioRebalancing (Bool: true)
Purpose: Automatically rebalances portfolio daily
Function: Closes oversized positions that exceed risk limits
Frequency: Checks every 24 hours
Benefit: Maintains risk discipline
________________________________________
📏 Position Sizing
UseWholeLotSizing (Bool: true)
Purpose: Forces all trades to use whole number lot sizes only
Effect: 1.0, 2.0, 3.0 lots (no 1.3 or 2.7)
Benefit: Simpler trade management
Drawback: Less precise position sizing
MinLotSize (Double: 1.0)
Purpose: Minimum trade size allowed
Interaction: With UseWholeLotSizing, minimum becomes 1.0 automatically
Override: System may increase if symbol requires higher minimum
MaxLotSize (Double: 10.0)
Purpose: Maximum trade size allowed per position
Protection: Prevents accidentally large positions
Override: System uses smaller of this value and symbol maximum
RoundToNearestWhole (Bool: true)
Purpose: Rounds fractional lots to nearest whole number
Only Active: When UseWholeLotSizing = false
Example: 2.3 lots becomes 2.0, 2.7 becomes 3.0
________________________________________
📈 Statistical Parameters
StatisticalWindow (Int: 252)
Purpose: Number of bars used for statistical calculations
Standard: 252 = ~1 trading year
Impact: Larger window = more stable stats, longer initialization
Critical: EA won't trade until this many bars are collected
ZScoreEntry (Double: 2.0)
Purpose: Z-score threshold for trade entry signals
Your Setting: 4.4 (extremely high - very selective)
Meaning: Price must be 4.4 standard deviations from mean
Effect: Higher values = fewer but higher-quality trades
Standard: 2.0 = ~2.5% probability, 4.4 = ~0.001% probability
ZScoreExit (Double: 0.5)
Purpose: Z-score threshold for closing mean reversion trades
Logic: Close when price moves back toward mean
Conservative: Higher values hold trades longer
ConfidenceLevel (Double: 0.95)
Purpose: Statistical confidence level (95%)
Usage: Used in VaR and statistical calculations
Standard: 0.95 = 95% confidence
________________________________________
🔄 Mean Reversion Strategy
MR_Period (Int: 20)
Purpose: Period for calculating moving average baseline
Usage: Bollinger Bands middle line calculation
Effect: Longer periods = smoother, less sensitive signals
MR_Threshold (Double: 2.0)
Purpose: Standard deviation multiplier for Bollinger Bands
Calculation: Bands = MA ± (Threshold × Standard Deviation)
Impact: Higher values = wider bands, fewer signals
MR_UseBollinger (Bool: true)
Purpose: Enable/disable Bollinger Bands calculation
Alternative: Uses simple price deviation without bands
Performance: Your optimization found better results without Bollinger
________________________________________
⚡ Momentum Strategy
MOM_FastPeriod (Int: 12)
Purpose: Fast period for momentum calculation
Standard: Usually 12-21 for fast momentum
MOM_SlowPeriod (Int: 26)
Purpose: Slow period for momentum calculation
Unusual: Your fast > slow suggests contrarian approach
MOM_Threshold (Double: 0.02)
Purpose: Minimum momentum percentage for signal (2%)
Effect: Only trades on strong momentum moves
________________________________________
📊 Volatility Strategy
VOL_Period (Int: 20)
Purpose: Period for volatility calculation
Method: Uses Average True Range (ATR)
VOL_Threshold (Double: 1.5)
Purpose: Volatility multiplier for breakout signals
Logic: Trade when current volatility > average × threshold
VOL_UseGARCH (Bool: false)
Purpose: Enable advanced GARCH volatility modeling
GARCH: More sophisticated but complex volatility calculation
________________________________________
🤖 Machine Learning
ML_TrainingPeriod (Int: 1000)
Purpose: Number of bars for ML model training
Effect: More data = potentially better predictions, slower adaptation
ML_Features (Int: 10)
Purpose: Number of input features for ML model
Features: Returns, volatility, RSI, momentum, etc.
ML_ConfidenceThreshold (Double: 0.7)
Purpose: Minimum confidence for ML predictions (70%)
Effect: Lower threshold = more ML-based trades
________________________________________
⚠️ Risk Management
VaR_Confidence (Double: 0.05)
Purpose: Value at Risk confidence level (95% = 0.05)
Usage: Calculates potential losses
VaR_Period (Int: 22)
Purpose: Lookback period for VaR calculation
Standard: 22 = 1 trading month
EnableDynamicHedging (Bool: true)
Purpose: Enable automatic hedging mechanisms
Function: May create offsetting positions for risk management
MaxDrawdown (Double: 0.10)
Purpose: Maximum allowed drawdown (10%)
Action: Closes all positions if exceeded


⚖️ Important Disclaimers

LEGAL DISCLAIMER AND RISK WARNING

IMPORTANT: READ BEFORE PURCHASING OR USING THIS EXPERT ADVISOR

RISK DISCLOSURE

TRADING INVOLVES SUBSTANTIAL RISK OF LOSS AND IS NOT SUITABLE FOR ALL INVESTORS.

  • Past performance does not guarantee future results
  • You could sustain a loss of some or all of your initial investment
  • Trading with leverage amplifies both potential profits and losses
  • Market conditions can change rapidly and unpredictably
  • Technical analysis and algorithmic trading strategies may fail

DISCLAIMER OF LIABILITY

By purchasing and/or using this Expert Advisor (EA), you acknowledge and agree that:

  1. NO GUARANTEE OF PROFITS: This software does not guarantee profits or freedom from losses. All trading involves risk.

  2. BUYER ASSUMES ALL RESPONSIBILITY: You assume full responsibility for all trading decisions and any resulting profits or losses when using this EA.

  3. LIMITATION OF LIABILITY: The seller, developer, and any affiliated parties shall not be held liable for any direct, indirect, incidental, special, or consequential damages arising from the use of this software, including but not limited to:

    • Trading losses
    • Lost profits
    • Data loss
    • System failures
    • Broker-related issues

  4. NO FINANCIAL ADVICE: This EA is a software tool only and does not constitute financial, investment, or trading advice. You should consult with qualified financial advisors before making trading decisions.

  5. USER RESPONSIBILITY: You are responsible for:

    • Understanding how the EA works
    • Setting appropriate risk parameters
    • Monitoring all trades
    • Ensuring compatibility with your broker
    • Compliance with local regulations

SOFTWARE DISCLAIMER

  • This software is provided "AS IS" without warranty of any kind
  • No guarantee that the software will be error-free or uninterrupted
  • Updates and support are provided at the developer's discretion
  • Results may vary between different brokers, account types, and market conditions

REGULATORY COMPLIANCE

  • You are responsible for ensuring compliance with all applicable laws and regulations in your jurisdiction
  • Some jurisdictions may restrict or prohibit the use of automated trading systems
  • Consult local financial authorities if uncertain about regulatory requirements

INTELLECTUAL PROPERTY

This Expert Advisor is protected by copyright and intellectual property laws. Unauthorized distribution, reverse engineering, or resale is strictly prohibited.

ACCEPTANCE OF TERMS

By purchasing this product, you confirm that you:

  • Have read and understood this disclaimer
  • Accept all risks associated with forex trading
  • Agree to hold harmless the seller and developer
  • Will not pursue legal action for trading losses
  • Understand that trading results may vary significantly

CONTACT AND SUPPORT

Support is provided for technical issues related to EA installation and basic functionality only. Trading performance, strategy optimization, and broker-specific issues are not covered under support.

⚠️ WARNING: Only risk capital that you can afford to lose. Never trade with money you cannot afford to lose.

By using this Expert Advisor, you acknowledge that you have read, understood, and agree to be bound by this disclaimer.

This disclaimer is effective as of the date of purchase and supersedes all previous versions.


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EA has a live track record with many months of stable trading with  low drawdown: All Pairs 9 Pairs Night Hunter Pro is the advanced scalping system which utilizes smart entry/exit algorithms with sophisticated filtering methods to identify only the safest entry points during calm periods of the market. This system is focused on a long-term stable growth. It is a professional tool developed by me years ago that is constantly updated, incorporating all the latest innovations in the trading area.
Aegis Quant Pro - Institutional Prop Firm Engine Welcome to the World of Quant. One of our flagships —   Aegis Quant Pro , is the institutional-grade core of the quantitative infrastructure. Our Mission: Capturing alpha while protecting your downside with absolute precision. First of all, we are being brutally honest here first (no sugar-coated words): A Note on Backtesting Aegis Quant Pro is optimized for live market conditions. Backtest results will vary significantly depending on your brok
) SPARTAN GOLD SNIPER AI - V7.2 ULTIMATE The All-In-One Gold Solution: Smart Scalping & Professional Swing Trading. Spartan Gold Sniper is not just an EA; it is a complete trading system designed specifically for XAUUSD (Gold) . Version 7.2 introduces the "Smart Adaptive Engine" , making it the most flexible bot on the market for both small accounts and large Prop Firm capitals. ️ CRITICAL REQUIREMENTS Latency: You MUST use a VPS with < 20ms latency (Recommended: MQL5 Built-in VPS). Account
Gold Liquidity Hunter is a professional automated trading system engineered for the high-volatility nature of the modern XAUUSD (Gold) market. The algorithm operates on the H1 timeframe , utilizing a strategy based on institutional liquidity sweeps and price reclaims. The "Volatility Regime" Strategy This Expert Advisor is tuned specifically for the post-2024 market structure, where Gold daily ranges have expanded significantly. Unlike older strategies designed for smaller ranges, Gold Liquidity
THE 8 PILLARS OF STATISTICAL EDGE TRADING:  Introduction In trading, the past doesn't predict the future. But patterns embedded in time reveal the rhythm of markets waiting to repeat. This guide introduces you to the Eight Pillars of Statistical Edge Trading—a comprehensive framework that transforms historical data into actionable trading intelligence. At the heart of this system stands Historical Data. Unlike fleeting indicators or lagging signals, historical patterns reveal the seasonal heart
BenefitEA Mt5
Vsevolod Merzlov
Benefit EA Uses only hedging accounts.     Benefit EA is a non-indicative flexible grid adviser with special entry points that provide a statistical advantage, revealed through the mathematical modeling of market patterns. The EA does not use stop loss. All trades are closed by take profit or trailing stop. It is possible to plan the lot increments. The "Time Filter" function is set according to the internal time of the terminal as per the displayed time of the instrument's server, not the oper
Traders Toolbox
Jason Kisogloo
3 (2)
Traders Toolbox Premium is an All-in-One Tool  created based on extensive training on common trading strategies in order to automate those strategies and calculations . (designed and programmed by Jason Kisogloo) Fe atures: 19 Individual Signals - Each one of these signals can be biased in a neural network style configuration to constitute the final / overall result. Each signal has its own settings to be customised or optimised if needed. Comprehensive On Screen Display - Six snap away Panels
SkyScraperMT5
Teressa Herlene Thomson
Overview SkyScraper is a sophisticated automated trading system built exclusively for MetaTrader 5. This versatile EA adapts to your trading style on any timeframe (optimized for 3-5 minute charts) and works seamlessly across forex pairs, cryptocurrencies, and metals including gold. Why SkyScraper? Smart Automation That Protects Your Capital Intelligent trade execution with multi-layer risk controls Dynamic position sizing that automatically adjusts to your broker's requirements Adaptive stop l
XAU Dominator Pro – Precision Scalping for GOLD (XAUUSD) on M5 XAU Dominator Pro.mq5 is a high-performance Expert Advisor built specifically for XAUUSD (GOLD), optimized on the M5 timeframe for short-term scalping and trend-based trades. Engineered to dominate the gold market using precision entries and robust risk control, this EA is designed for consistent gains with discipline. Key Features ️ Symbol: XAUUSD / XAUUSDc Timeframe: M5 (5-minute) Trading Style: Scalping + Trend Acco
Neurolite EA gbpusd
Aliaksandr Salauyou
The Neurolite Expert Advisor offers trade decisions based on a neural network trained using a 10-year history of real tick data. The trading is performed only on GBP/USD. Its main peculiarity is a small amount of input parameters so as to facilitate the working process of users. The Neurolite EA will fine-tune all the parameters for you. Trading Strategy The system does NOT use dangerous strategies such as averaging or martingale, but strictly adheres to the neural network instructions. Stop lo
Neurolite EA eurusd
Aliaksandr Salauyou
The Neurolite Expert Advisor offers trade decisions based on a neural network trained on 5-years of real tick data. Trading is performed only on the EUR/USD currency pair. Its main peculiarity is a small amount of input parameters so as to facilitate the working process of users. The Neurolite EA will fine-tune all the parameters for you. This Expert Advisor is based on the previously released Neurolite EA gbpusd , which was adjusted for successful trading on the EUR/USD currency pair. Trading
A scalper system only work during Asian hours. Several unique indicators to detective the price fluctuation. Dynamic TP/SL level according to market conditions. Fixed stoploss to protect the capital, very low risk of losing a lot of money. No need to obtain SET files. The parameters are the same for each currency pair. It is optimized to work on EURAUD . It is recommended to use Eagle Scalper on M15 chart. It is recommended to run it on a real ECN broker with very low spread . It is recommended
Snake EURUSD
Thurau Baerbel
Snake EURUSD Real EA is a fully automatic Forex Trading Expert Advisor. The robot can run on any pair, but the results are better on EURUSD M15. The system can run with any broker that also provides Floating Spread. Advantages The EA does not use systems like martingale, hedging, etc. The EA uses SL and Trailing Stop to make a profit. In addition, you can also set TP (EURUSD at 93 for me). Best test results with 99.0% in the backtest. It is not necessary to close the EA during the press release
#Multicurrency #Hedging #Martingale #28Symbols  @AUD @CAD @CHF @JPY @NZD @USD @EUR @GBP  In the globalisation process that the world economy has undergone in the last two decades, financial markets have played a leading role. The easy and fast access to information, together with the growing economic interdependence between the different commercial blocks, have caused more and more economic agents to participate in non-national financial markets. Even small investors, thanks to the Internet and
On Control EA MT5 V2 Game-Changing Software For The Forex Market  On Control EA was created to help traders like you maximize their income. How would you like to gain access to a world-class proprietary piece of software designed for one purpose, to improve your Forex strategy? Let’s be honest, it can be hard to understand which technical analysis & trading signals you should follow. With On Control EA, you now have a powerful tool that will enhance your Forex trading strategy & elevate your in
The adviser uses a strategy based on the use of 7 Envelopes  indicators, on each timeframe (M5, M15, M30, H1, H4) there are 7 Envelopes indicators. Trading is based on the “Price Action” strategy, the adviser searches for a simultaneous signal on 5 time frames: M5, M15, M30, H1, H4 and then opens an order. The EA uses the built-in Martingale and Averaging algorithm. The adviser uses economic news to achieve more accurate signals. Hidden Take Profit, Break Even and Trailing Stop are used. Attenti
MoneyMaker stableATM Lite is an automatic intelligent trading system for foreign exchange! Lite edition just support MetaTrader 5! The purpose of MoneyMaker stableATM Lite is to stabilize profits, not to give you the ability to get rich overnight! MoneyMaker stableATM Lite is only applicable to EUR / USD currency trading, and cannot be used for other currency exchange trading, other CFD product trading, and commodity tradingor futures commodity trading! MoneyMaker stableATM Lite is only suitabl
RSAS By Capitarc
Abdur Rafi Ahmad
CAPITARC`s RSAS Expert Advisor for MT5   RSAS MT5   -is a professional expert advisor used by our investment firm it is based on price action and Relative Strength Index (RSI) indicator.  This product is with dynamic overbought and oversold levels that automatically adapts to the ever changing markets, while the standard MT5 RSI maintains levels static levels and do not change. This allows the expert to adapt to the ever-changing market without the need to constantly optimize, just make sure yo
Win43 Scalper
Eadvisors Software Inc.
O novo s43 Scalper para Mini-Índice (WIN-IND) faz operações de curto prazo no timeframe 1min buscando pequenas variações do mercado, utiliza nova tecnologia de trade, os resultados no intraday são íncríveis, confira:      Após a instalação adicione no gráfico dos instrumentos win para visualizar os resultados no backteste. Recomendamos o timeframe de 1min.
Expert. Automatic and manual trading. Ready-made trading system based on Elliott waves and Fibonacci retracement levels . It is simple and affordable. Display of the marking of Elliott waves (main or alternative option) on the chart. Construction of horizontal levels, support and resistance lines, a channel. Superposition of Fibonacci levels on waves 1, 3, 5, A Alert system (on-screen, E-Mail, Push notifications).    visual panel for opening orders in manual trading. visual panel for setting up
Shadow Legends MT5
Zarui Ogannisian
Shadow Legends MT5 EA.-it's a fully automated expert Advisor designed to trade EURUSD. It is based on machine learning analysis and genetic algorithms.  The Expert Advisor contains a self-adaptive market algorithm that uses price action patterns. The expert Advisor showed stable results for EURUSD in the period 2000-2021.  No dangerous money management techniques, no Martingale, no netting, scalping or hedging.  Suitable for any brokerage conditions.Test only on real accounts.Recommended broker
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